Why resampling methods ?

  1. Our simulations can be treated as computer experiments. This is particularly the case for Monte Carlo methods
  2. The results can be analysed with the same statistical tools as we would use analysing experimental data.
  3. As in all experiments, we are looking for expectation values and an estimate of how accurate they are, i.e., possible sources for errors.